- EDA
- Variables
- Model
- Results
- Conclusion
8/24/2018
Contents
EDA
output variable: volume_sold
EDA
EDA
After modifications of variable volume_sold
EDA
Let's consider that one product makes more than 70% of the total amount of volume, as well as the different shape of its time series.
| product_id | pct_volume |
|---|---|
| 13701 | 74.42 |
| 26104 | 7.84 |
| 158105 | 6.84 |
| 158737 | 10.90 |
Variables
- volume_sold: outcome variable
- revenue: depends on volume sold
- cost: depends on volume sold
- stock_level: consider in the model
- retail_price: consider in the model
- mpdm1: consider in the model
The model was built considering the direct effects on sales (volume sold) of a set of variables.
Variables
